My CV
I am a PhD student in Electrical Engineering. My interest is in machine leanring and modeling. I have finished several projects in machine leanring, that includes facial recognition, object classification using tensor decomposition, isolated word recognition using hidden Markov model. I also know basic machine learning skills, such as regression, logistic regression, Neutral Network, SVM, and K-Mean Clustering. I also finished project in semiconductor modeling to study the nonlinearity and noise in the high current photodetector.

 

Personal interest

Football, Soccer, All kinds of Sports

 

Skills

  1. MATLAB, C, Parallel computing

    • Matlab coding
    • CUDA C
    • C++
    • Python

  2. Machine learning, and natural language understanding

  3. Modeling in semiconductor

  4. Basic electronics and circuit design.

  5. Microsoft Office, LaTex for word and presentation

  6. Operating Systems: Unix/Linux, Windows.

Papers and Patents

  1. Y. Hu, C. Menyuk, M. Hutchinson, V. Urick, K. Williams, "Impact of the Coulomb interaction on the Franz-Keldysh effect in high-current photodetectors ," Opt. Lett. Vol. 41, pp. 456-459, 2016
  2. Y. Hu, T. Carruthers, C. Menyuk, M. Hutchinson, V. Urick, and K. Williams, "Simulation of a partially depleted absorber (PDA) photodetector," Opt. Express Vol. 23, pp. 20402-20417, 2015
  3. Y. Hu, C. Menyuk, M. Hutchinson, V. Urick, and K. Williams, "Modeling nonlinearity in a par-
    tially depleted absorber photodetector and a modi ed uni-traveling carrier photodetector," Photonics
    Conference (IPC), 2014 IEEE , pp.206-207, Oct 2014.
  4. Y. Hu, B. Marks, C. Menyuk, V. Urick, and K. Williams, "Modeling sources of nonlinearity in a simple p-i-n photodetector. " J Lightw. Tech., 32, pp. 3710-3720, 2014.
  5. Y. Hu and C. Menyuk, "Computational modeling of nonlinearity in a pin photodetector," in 2013 International Semiconductor Device Research Symposium (ISDRS), pp. 1-2, Dec 2013
  6. Y. Hu, C. Menyuk, V. Urick, and K. Williams, "Sources of nonlinearity in a pin photodetector at high applied reverse bias," in 2013 International Topical Meeting on Microwave Photonics (MWP), pp. 282-285, Oct 2013.
  7. Y. Hu, H. Rao, "Numerical model of multilayer organic light-emitting devices," Chinese Physics B, 18, pp. 1627-1630, 2009
  8. Y. Hu, H. Rao, "The numerical simulation of electrical transport characteristics of single layer
    organic devices," Acta Phys.Sinica, 58, p. 3474, 2009
  9. Y. Hu, H. Rao, "Numerical model of ITO /organic semiconductor/ Metal organic light emitting
    device," Acta Phys.Sinica, 57, p. 5928, 2008
Last Modified: 2016Äê7ÔÂ